From Prompt to Production: A Vibe Coding Workflow

TL;DR

• A vibe coding workflow turns natural language into shipped product using AI tools like Cursor or Claude Code.
• The workflow has five phases: brief, scaffold, build, review, ship.
• Skipping the brief phase is the most common reason vibe coding projects stall.
• You do not need to write code. You need to communicate clearly.
• This guide walks you through every phase with real, repeatable steps.

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The fastest way to ship software right now is a solid vibe coding workflow.

Not "prompt until it works." Not random trial and error. A repeatable system that takes you from raw idea to production code without burning a day on rework.

I have used this workflow at Devwiz and across 14+ clients in the Njin Method. It works whether you are building a landing page, an internal tool, or a full product prototype.

Here is exactly how it works.

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What is vibe coding, really?

If you are new to this, start with what is vibe coding for the full picture.

Short version: vibe coding is building software by describing what you want in plain English and letting AI tools write the code. You guide, review, and direct. The AI builds.

The tools vary. Most people use Cursor or Claude Code. The workflow below applies to both.

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Phase 1: Write the brief before you prompt

This is where most people fail.

They open Cursor, type "build me a dashboard," and wonder why the output is a mess.

The AI needs context. Lots of it. The more specific your brief, the better the output.

A good brief covers:

• What it is. One sentence. "A simple CRM dashboard showing lead status and last contact date."
• Who uses it. "Internal sales team. Not public-facing."
• What it must do. List the 3 to 5 core functions. No nice-to-haves yet.
• What it looks like. Existing design system, colours, component library if you have one.
• What it connects to. APIs, databases, auth systems.
• What it is NOT. Explicitly rule out scope creep.

Write this in a plain text file. Call it brief.md. Keep it in the project root. You will paste from this constantly.

The brief is the most important file in any vibe coding project.

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Phase 2: Scaffold the project structure

Do not start writing features on a blank canvas.

Give the AI the structure first. This sets the rules for everything that follows.

Start with a single prompt along these lines: "You are a senior developer in this framework. Here is the project brief. Set up the project structure, file naming conventions, and core dependencies. Do not write any feature code yet."

Review what comes back. Check:

• Does the folder structure make sense?
• Are the dependencies right for the job?
• Is anything missing from the brief?

Fix issues now. It is cheap to correct structure at this stage. Expensive later. Commit this scaffold to Git before you write a single line of feature code.

A clean scaffold is worth an hour of rework prevention.

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Phase 3: Build in vertical slices

This is where the actual building happens.

Do not try to build everything at once. Build one complete feature at a time, from front to back.

A vertical slice is one user-facing function, fully working end to end. A login flow. A form that submits. A table that loads data. One thing, done properly.

The prompt pattern for each slice: "Build this feature. It should behave like this. Use the existing components and patterns already in the project. Follow the conventions set in the scaffold. Show me the files you will create or change before writing any code."

That last sentence matters. Ask for a plan first. Review it. Then say "go ahead." This catches mistakes before they are written into 300 lines of code.

After each slice:

1. Test it manually.
2. Fix any issues in the same session.
3. Commit to Git.

Do not move to the next slice until the current one works. See how to ship a product with vibe coding for more on the shipping mindset.

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Phase 4: Review and tighten

Once the core slices are done, do a dedicated review pass.

This is not QA in the traditional sense. It is about catching the things AI tends to miss.

Common issues to check:

• Hardcoded values. Magic numbers, placeholder text, test data left in.
• Missing error states. What happens when the API call fails? What if the field is empty?
• Inconsistent styling. The AI sometimes drifts from your design system mid-session.
• Duplicate code. The AI loves to rewrite utilities instead of reusing them.
• Security basics. Exposed API keys, missing auth checks, open routes.

Use a review prompt: "Review the code in this file or folder. List any issues with hardcoded values, error handling, duplicate logic, or security. Do not fix anything yet. Just list the problems."

Then fix in a second pass. For deeper reading on the AI dev workflow, the Claude Code complete guide covers a lot of this ground.

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Phase 5: Ship it

Shipping is a decision, not an event.

The most common mistake in vibe coding is endless refinement. One more feature. One more polish. One more edge case.

Set a ship condition in your brief. "This is done when X, Y, Z work." When those three things work, ship.

Shipping checklist:

• Core slices tested and working
• No obvious broken states
• Environment variables in the right place, not hardcoded
• Git history is clean
• Deployment pipeline runs

That is it. Ship, then iterate.

Done and live beats perfect and sitting on your machine.

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What makes this workflow different

Most vibe coding advice is "just prompt better." That is not enough.

What makes this workflow repeatable is the structure around the prompting. The brief, the scaffold, the vertical slices, the review pass. Each phase reduces the surface area for things to go wrong.

It also keeps you in control. You are not at the mercy of whatever the AI decides to build. You are directing.

That is the difference between vibe coding as a party trick and vibe coding as a real build method. If you are running a business and want AI building actual systems for you, that is what we do at Devwiz.

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FAQ

What tools do you need for this vibe coding workflow?
You need an AI coding tool (Cursor or Claude Code work well), a text editor, Git, and a clear brief. That is the full stack. The tool matters less than the process.

How long does each phase take?
The brief takes 20 to 30 minutes if you do it properly. The scaffold is usually under an hour. Build time depends on complexity. A simple internal tool can go from brief to shipped in a day.

Do you need to know how to code to use this workflow?
No. You need to understand what you are building well enough to describe it clearly. If you can write a good brief, the AI handles the code. Knowing some code helps you review output, but it is not required to start.

What goes wrong when people skip the brief phase?
The AI makes assumptions. Those assumptions stack up across sessions. By the time you are three slices in, the project is drifting from what you wanted. Rework at that stage costs hours. The brief takes 30 minutes and saves the whole build.

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Ready to build something real?

This workflow gets you from idea to shipped product. But if you want AI working inside your actual business systems, not just building demos, that is a different conversation. Book an AI transformation session and we will map out what is possible for your business.